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Long-form Simultaneous Speech Translation: Thesis Proposal
Peter Polák
Simultaneous speech translation (SST) aims to provide real-time translation of spoken language, even before the speaker finishes their sentence. Traditionally, SST has been address…
Long-Form End-to-End Speech Translation via Latent Alignment Segmentation
Peter Polák, Ondřej Bojar
Current simultaneous speech translation models can process audio only up to a few seconds long. Contemporary datasets provide an oracle segmentation into sentences based on human-a…
Robustness of Multi-Source MT to Transcription Errors
Dominik Macháček, Peter Polák, Ondřej Bojar +1
Automatic speech translation is sensitive to speech recognition errors, but in a multilingual scenario, the same content may be available in various languages via simultaneous inte…
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
Brian Yan, Jiatong Shi, Yun Tang +13
ESPnet-ST-v2 is a revamp of the open-source ESPnet-ST toolkit necessitated by the broadening interests of the spoken language translation community. ESPnet-ST-v2 supports 1) offlin…